pytorch-lightning VS fastai

Compare pytorch-lightning vs fastai and see what are their differences.

pytorch-lightning

Pretrain, finetune and deploy AI models on multiple GPUs, TPUs with zero code changes. (by Lightning-AI)
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pytorch-lightning fastai
8 9
26,611 25,449
3.0% 1.3%
9.9 8.0
about 21 hours ago 21 days ago
Python Jupyter Notebook
Apache License 2.0 Apache License 2.0
The number of mentions indicates the total number of mentions that we've tracked plus the number of user suggested alternatives.
Stars - the number of stars that a project has on GitHub. Growth - month over month growth in stars.
Activity is a relative number indicating how actively a project is being developed. Recent commits have higher weight than older ones.
For example, an activity of 9.0 indicates that a project is amongst the top 10% of the most actively developed projects that we are tracking.

pytorch-lightning

Posts with mentions or reviews of pytorch-lightning. We have used some of these posts to build our list of alternatives and similar projects. The last one was on 2023-12-08.

fastai

Posts with mentions or reviews of fastai. We have used some of these posts to build our list of alternatives and similar projects. The last one was on 2023-04-04.

What are some alternatives?

When comparing pytorch-lightning and fastai you can also consider the following projects:

pytorch-lightning - Build high-performance AI models with PyTorch Lightning (organized PyTorch). Deploy models with Lightning Apps (organized Python to build end-to-end ML systems). [Moved to: https://github.com/Lightning-AI/lightning]

fastbook - The fastai book, published as Jupyter Notebooks

Watermark-Removal-Pytorch - 🔥 CNN for Watermark Removal using Deep Image Prior with Pytorch 🔥.

lnd - Lightning Network Daemon ⚡️

Eclair - A scala implementation of the Lightning Network.

mmdetection - OpenMMLab Detection Toolbox and Benchmark

composer - Supercharge Your Model Training

umbrel - A beautiful home server OS for self-hosting with an app store. Buy a pre-built Umbrel Home with umbrelOS, or install on a Raspberry Pi 4, Pi 5, any Ubuntu/Debian system, or a VPS.

PySyft - Perform data science on data that remains in someone else's server

lego-mindstorms - My LEGO MINDSTORMS projects (using set 51515 electronics)

ru-dalle - Generate images from texts. In Russian

Keras - Deep Learning for humans